An automatic RTL compiler for high-throughput FPGA implementation of diverse deep convolutional neural networks.
Yufei MaYu CaoSarma B. K. VrudhulaJae-sun SeoPublished in: FPL (2017)
Keyphrases
- high throughput
- fpga implementation
- convolutional neural networks
- genome wide
- biological data
- microarray
- systems biology
- hardware implementation
- mass spectrometry data
- proteomic data
- genomic data
- living cells
- protein protein interactions
- general purpose
- dna sequencing
- field programmable gate array
- low latency
- machine learning
- multiscale
- database systems
- computer vision
- real time
- transfer function
- data acquisition
- feature selection
- convolutional network